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. 2022 Jun 10;13:900976. doi: 10.3389/fpsyg.2022.900976

TABLE 3.

CFA results.

Factors Factor loading Mean
Factor 1 Perceived Usefulness of Vaccine Passport
1. It is convenient to use when the vaccine passport/certificate comes out as a paper or digital format. 0.889 5.160
2. Using vaccine passport/certificate when traveling is helpful as it reduces separate testing for COVID-19. 0.843 4.940
3. Vaccine passport/certificate gives me faster access to travel without a two-week quarantine. 0.869 5.040
4. Vaccine passport/certificate use improves the quality of travel. 0.896 5.020
5. Vaccine passport/certificate will be useful during traveling. 0.850 5.100
6. Using the vaccine passport/certificate will be fit my needs. 0.916 5.070

Factor 2 Destination trust for vaccine passport
1. I believe that destinations that accept vaccinated travelers will provide high quality and efficient tourism services. 0.877 4.990
2. I can rely on destinations that accept travelers with vaccine passport/certificate. 0.847 4.970
3. I believe that destinations that accept vaccine passport/certificate holders will be honest and sincere in addressing my concerns. 0.786 4.960

Factor 3 Risk perception for vaccine passport
1. The thought of launching a vaccine passport/certificate makes me feel anxious. 0.911 2.520
2. The thought of traveling with a vaccine passport/certificate makes me feel psychologically uncomfortable. 0.918 2.370
3. Traveling with a vaccine passport/certificate is risky. 0.917 2.440
4. Traveling with a vaccine passport/certificate creates a higher chance of getting the COVID-19. 0.910 2.370
5. I worry about paying extra fees when traveling with a vaccine passport/certificate. 0.910 2.450
6. I am concerned that traveling with a vaccine passport/certificate will incur additional unexpected costs. 0.889 2.400

Factor 4 Perception of incentives
1. It is tempting that hotels offer room discounts for vaccine passport/certificate holders. 0.879 5.020
2. It is tempting that some hotels offer free beverage for vaccine passport/certificate holders. 0.861 4.730
3. It is tempting that the airline companies offer airline ticket discounts for vaccine passport/certificate holders. 0.886 4.940
4. It is tempting that the airline companies offer ticket upgrade (first class, business class etc.) events for vaccine passport/certificate holders. 0.877 4.920
5. It is tempting that the restaurants offer discounts events for vaccine passport/certificate holders. 0.873 4.950
6. It is tempting that the restaurants offer a variety of events for vaccine passport/certificate holders. 0.875 4.790
7. It is tempting that the tourism attractions offer free ticket events for vaccine passport/certificate holders. 0.892 4.970
8. It is tempting that tourism attractions offer a variety of events for vaccine passport/certificate holders. 0.894 4.920

Factor 5 Attitude toward the use of vaccine passport for travel abroad
1. For me, traveling abroad with a vaccine passport/certificate is a positive/negative thing. 0.898 4.780
2. For me, traveling abroad with a vaccine passport/certificate is a wise/senseless thing. 0.876 4.590
3. For me, traveling abroad with a vaccine passport/certificate is a beneficial/harmful thing. 0.882 4.680
4. For me, traveling abroad with a vaccine passport/certificate is a pleasant/unpleasant thing. 0.886 4.700
5. For me, traveling abroad with a vaccine passport/certificate is an extremely desirable/undesirable. 0.892 4.770

Factor 6 Intention to travel abroad
1. I am willing to travel abroad, once a vaccine passport/certificate is issued 0.883 4.440
2. I prefer to travel abroad with a vaccine passport/certificate during COVID-19 period. 0.852 4.170
3. I plan to travel abroad, once a vaccine passport/certificate is issued. 0.892 4.250
4. If a vaccine passport/certificate is available, I will travel abroad within 12 months. 0.871 4.180
5. I want to travel abroad without quarantine for 2 weeks with a vaccine passport/certificate. 0.881 4.470

Factor 7 Intention to travel abroad
1. For me, traveling domestically with a vaccine passport/certificate is a positive/negative thing. 0.824 5.280
2. For me, traveling domestically with a vaccine passport/certificate is a wise/senseless thing. 0.821 5.210
3. For me, traveling domestically with a vaccine passport/certificate is a beneficial/harmful thing. 0.801 5.300
4. For me, traveling domestically with a vaccine passport/certificate is a pleasant/unpleasant thing. 0.807 5.210
5. For me, traveling domestically with a vaccine passport/certificate is an extremely desirable/undesirable thing. 0.822 5.150

Factor 8 Intention to travel domestically
1. I prefer to travel domestically with a vaccine passport/certificate during COVID-19 period. 0.858 5.190
2. I plan to travel domestically, once a vaccine passport/certificate is issued. 0.806 5.240
3. If a vaccine passport/certificate is available, I will travel domestically within 12 months. 0.783 5.320